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researcher

Roman Vaculín

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2
ORCID 0009-0003-0867-2311
same name
  • Roman Vaculín — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedTsSHAP: Robust model agnostic feature-based explainability for time series forecasting

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023

An End-to-End Time Series Model for Simultaneous Imputation and Forecast

Trang H. Tran, Lam M. Nguyen, Kyongmin Yeo +4

Time series forecasting using historical data has been an interesting and challenging topic, especially when the data is corrupted by missing values. In many industrial problem, it…

cs.LG2023★ 1 cited

TsSHAP: Robust model agnostic feature-based explainability for time series forecasting

Vikas C. Raykar, Arindam Jati, Sumanta Mukherjee +4

A trustworthy machine learning model should be accurate as well as explainable. Understanding why a model makes a certain decision defines the notion of explainability. While vario…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.